The COVID-19 Situation Report is a data intensive report that tries to portray an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic. If you would like to add additional metrics to this report, please send a mail to the author at .

Date of Report

Report Printed On 

## [1] "2020-04-03"

COVID-19 Overall Stats (Worldwide)

Overall Confirmed Cases Count Worldwide 

## [1] "1095917 (up from 1013157 yesterday: 8.17 % increase)"

Overall Deaths Worldwide

Please note that the deaths is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] "58787 (up from 52983 yesterday: 10.95 % increase)"

Overall Fatality Rate Worldwide in %

Please note that the fatality rate is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] 5.36



In- Depth Country Wise Stats (With Atleast 100 COVID-19 Confirmations)

Overall Confirmed Cases and Deaths- Country Wise (With Fatality Rates)

Country_Region TotalConfirmed TotalDeaths FatalityRate
US 275586 7087 2.57
Italy 119827 14681 12.25
Spain 119199 11198 9.39
Germany 91159 1275 1.40
China 82511 3326 4.03
France 65202 6520 10.00
Iran 53183 3294 6.19
United Kingdom 38689 3611 9.33
Turkey 20921 425 2.03
Switzerland 19606 591 3.01
Belgium 16770 1143 6.82
Netherlands 15821 1490 9.42
Canada 12437 179 1.44
Austria 11524 168 1.46
Korea, South 10062 174 1.73
Portugal 9886 246 2.49
Brazil 9056 359 3.96
Israel 7428 40 0.54
Sweden 6131 358 5.84
Norway 5370 59 1.10
Australia 5330 28 0.53
Ireland 4273 120 2.81
Russia 4149 34 0.82
Czechia 4091 53 1.30
Denmark 3946 139 3.52
Chile 3737 22 0.59
Poland 3383 71 2.10
Ecuador 3368 145 4.31
Malaysia 3333 53 1.59
Romania 3183 133 4.18
Philippines 3018 136 4.51
Pakistan 2686 40 1.49
Japan 2617 63 2.41
Luxembourg 2612 31 1.19
India 2567 72 2.80
Saudi Arabia 2039 25 1.23
Indonesia 1986 181 9.11
Thailand 1978 19 0.96
Finland 1615 20 1.24
Greece 1613 63 3.91
Peru 1595 61 3.82
Mexico 1510 50 3.31
South Africa 1505 9 0.60
Dominican Republic 1488 68 4.57
Serbia 1476 39 2.64
Panama 1475 37 2.51
Iceland 1364 4 0.29
Colombia 1267 25 1.97
Argentina 1265 39 3.08
United Arab Emirates 1264 9 0.71
Algeria 1171 105 8.97
Singapore 1114 5 0.45
Croatia 1079 8 0.74
Qatar 1075 3 0.28
Ukraine 1072 27 2.52
Egypt 985 66 6.70
Estonia 961 12 1.25
Slovenia 934 20 2.14
New Zealand 868 1 0.12
Iraq 820 54 6.59
Morocco 791 48 6.07
Armenia 736 7 0.95
Diamond Princess 712 11 1.54
Lithuania 696 9 1.29
Bahrain 672 4 0.60
Hungary 623 26 4.17
Moldova 591 8 1.35
Bosnia and Herzegovina 579 17 2.94
Cameroon 509 8 1.57
Lebanon 508 17 3.35
Tunisia 495 18 3.64
Latvia 493 1 0.20
Bulgaria 485 14 2.89
Kazakhstan 464 6 1.29
Slovakia 450 1 0.22
Azerbaijan 443 5 1.13
Andorra 439 16 3.64
North Macedonia 430 12 2.79
Kuwait 417 0 0.00
Costa Rica 416 2 0.48
Cyprus 396 11 2.78
Uruguay 369 4 1.08
Belarus 351 4 1.14
Taiwan* 348 5 1.44
Jordan 310 5 1.61
Albania 304 17 5.59
Burkina Faso 302 16 5.30
Afghanistan 281 6 2.14
Cuba 269 6 2.23
Oman 252 1 0.40
San Marino 245 30 12.24
Vietnam 237 0 0.00
Uzbekistan 227 2 0.88
Honduras 222 15 6.76
Cote d’Ivoire 218 1 0.46
Nigeria 210 4 1.90
Senegal 207 1 0.48
Ghana 205 5 2.44
Malta 202 0 0.00
West Bank and Gaza 194 1 0.52
Mauritius 186 7 3.76
Montenegro 174 2 1.15
Sri Lanka 159 4 2.52
Georgia 155 0 0.00
Venezuela 153 7 4.58
Brunei 134 1 0.75
Congo (Kinshasa) 134 13 9.70
Bolivia 132 9 6.82
Kyrgyzstan 130 1 0.77
Kosovo 126 1 0.79
Kenya 122 4 3.28
Niger 120 5 4.17
Cambodia 114 0 0.00

In Depth USA Stats (State Wise Figures)

Confirmed Cases and Deaths- States of USA (With Fatality Rates)

State Confirmed Deaths FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
New York 102987 2935 2.85 5293.99 150.87 1 in 189
New Jersey 29895 646 2.16 3365.72 72.73 1 in 297
Michigan 12744 479 3.76 1276.08 47.96 1 in 784
California 12004 265 2.21 303.80 6.71 1 in 3292
Massachusetts 10402 192 1.85 1496.80 27.63 1 in 668
Louisiana 10297 370 3.59 2214.98 79.59 1 in 451
Florida 10268 170 1.66 478.08 7.92 1 in 2092
Illinois 8904 210 2.36 702.66 16.57 1 in 1423
Pennsylvania 8570 102 1.19 669.43 7.97 1 in 1494
Washington 6846 291 4.25 899.03 38.21 1 in 1112
Georgia 5831 184 3.16 549.19 17.33 1 in 1821
Texas 5734 100 1.74 197.75 3.45 1 in 5057
Connecticut 4914 131 2.67 1378.29 36.74 1 in 726
Colorado 3742 97 2.59 649.80 16.84 1 in 1539
Indiana 3437 102 2.97 510.53 15.15 1 in 1959
Ohio 3312 91 2.75 283.34 7.79 1 in 3529
Tennessee 3067 41 1.34 448.84 6.00 1 in 2228
Maryland 2758 43 1.56 456.19 7.11 1 in 2192
North Carolina 2251 27 1.20 214.62 2.57 1 in 4659
Virginia 2012 46 2.29 235.72 5.39 1 in 4242
Wisconsin 2012 51 2.53 345.56 8.76 1 in 2894
Arizona 1937 41 2.12 254.37 5.38 1 in 3931
Missouri 1864 25 1.34 303.71 4.07 1 in 3293
South Carolina 1700 34 2.00 330.18 6.60 1 in 3029
Nevada 1514 43 2.84 491.53 13.96 1 in 2034
Alabama 1495 38 2.54 304.90 7.75 1 in 3280
Mississippi 1358 29 2.14 456.29 9.74 1 in 2192
Utah 1255 7 0.56 391.46 2.18 1 in 2555
Oklahoma 990 38 3.84 250.19 9.60 1 in 3997
Oregon 899 22 2.45 213.15 5.22 1 in 4692
Idaho 891 9 1.01 497.19 5.02 1 in 2011
Minnesota 788 22 2.79 139.73 3.90 1 in 7157
Kentucky 770 34 4.42 172.35 7.61 1 in 5802
District of Columbia 757 15 1.98 1072.62 21.25 1 in 932
Rhode Island 711 14 1.97 671.16 13.22 1 in 1490
Arkansas 704 12 1.70 233.28 3.98 1 in 4287
Iowa 699 11 1.57 221.55 3.49 1 in 4514
Kansas 629 18 2.86 215.91 6.18 1 in 4632
New Mexico 534 10 1.87 254.67 4.77 1 in 3927
New Hampshire 479 5 1.04 352.28 3.68 1 in 2839
Delaware 450 14 3.11 462.12 14.38 1 in 2164
Maine 432 9 2.08 321.38 6.70 1 in 3112
Vermont 389 17 4.37 623.41 27.24 1 in 1604
Hawaii 319 3 0.94 225.30 2.12 1 in 4438
Puerto Rico 316 15 4.75 98.94 4.70 1 in 10107
Nebraska 279 6 2.15 144.23 3.10 1 in 6933
Montana 243 5 2.06 227.36 4.68 1 in 4398
West Virginia 237 2 0.84 132.61 1.12 1 in 7541
South Dakota 187 2 1.07 211.38 2.26 1 in 4731
North Dakota 173 3 1.73 227.02 3.94 1 in 4405
Wyoming 162 0 0.00 279.91 0.00 1 in 3573
Alaska 157 3 1.91 214.61 4.10 1 in 4660
Guam 84 4 4.76 506.89 24.14 1 in 1973
Virgin Islands 37 0 0.00 NA NA 1 in NA
Northern Mariana Islands 8 1 12.50 144.94 18.12 1 in 6899
Recovered 0 0 NaN NA NA 1 in NA

In Depth India Stats (State Wise Figures)

Confirmed Cases (States of India)

Detected.State Confirmed
Maharashtra 490
Tamil Nadu 411
Delhi 386
Kerala 295
Telangana 229
Rajasthan 179
Uttar Pradesh 174
Andhra Pradesh 164
Madhya Pradesh 154
Karnataka 128
Gujarat 95
Jammu and Kashmir 75
Haryana 58
Punjab 53
West Bengal 53
Bihar 31
Assam 23
Odisha 20
Chandigarh 18
Uttarakhand 16
Ladakh 14
Andaman and Nicobar Islands 10
Chhattisgarh 9
Goa 6
Himachal Pradesh 6
Puducherry 5
Jharkhand 2
Manipur 2
Arunachal Pradesh 1
Mizoram 1

In Depth Italy Stats (Region Wise Figures)

Confirmed Cases and Deaths- Regions of Italy (With Fatality and Confirmation Rates)

Region HospitalizedWithSymptoms IntensiveCare HomeIsolation ActiveCases Discharged_Healed Deceased Confirmations Swabs FatalityRate ConfirmationRate
Lombardia 11802 1381 13006 26189 13020 8311 47520 135051 17.49 35.19
Emilia-Romagna 3915 364 7899 12178 1852 1902 15932 63682 11.94 25.02
Piemonte 3300 452 5378 9130 723 1043 10896 34281 9.57 31.78
Veneto 1714 335 6812 8861 1031 572 10464 126490 5.47 8.27
Toscana 1149 288 3472 4909 300 290 5499 44460 5.27 12.37
Marche 982 158 2491 3631 42 557 4230 13678 13.17 30.93
Liguria 1147 173 1426 2746 700 519 3965 12934 13.09 30.66
Lazio 1194 188 1627 3009 392 199 3600 43776 5.53 8.22
Campania 532 115 1705 2352 144 181 2677 19237 6.76 13.92
Puglia 648 123 1178 1949 69 164 2182 17924 7.52 12.17
P.A. Trento 343 80 1236 1659 246 204 2109 8993 9.67 23.45
Friuli Venezia Giulia 201 61 1062 1324 419 136 1879 19985 7.24 9.40
Sicilia 535 73 1056 1664 94 101 1859 18686 5.43 9.95
Abruzzo 361 76 864 1301 116 146 1563 11890 9.34 13.15
P.A. Bolzano 291 60 858 1209 211 139 1559 13976 8.92 11.15
Umbria 165 48 707 920 220 39 1179 10614 3.31 11.11
Sardegna 122 24 598 744 40 41 825 6478 4.97 12.74
Calabria 183 17 462 662 26 45 733 11608 6.14 6.31
Valle d’Aosta 85 25 450 560 89 70 719 2106 9.74 34.14
Basilicata 41 19 187 247 3 11 261 2622 4.21 9.95
Molise 31 8 105 144 21 11 176 1378 6.25 12.77

In Depth Canada Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of Canada (With Fatality Rates)

Province Confirmed Deaths FatalityRate
Quebec 6101 61 1.00
Ontario 3255 67 2.06
British Columbia 1174 31 2.64
Alberta 969 13 1.34
Saskatchewan 220 3 1.36
Nova Scotia 207 0 0.00
Newfoundland and Labrador 195 1 0.51
Manitoba 182 2 1.10
New Brunswick 91 0 0.00
Prince Edward Island 22 0 0.00
Grand Princess 13 0 0.00
Yukon 6 0 0.00
Northwest Territories 2 0 0.00
Diamond Princess 0 1 Inf
Recovered 0 0 NaN

In Depth China Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of China (With Fatality Rates)

Province Confirmed Deaths FatalityRate
Hubei 67802 3203 4.72
Guangdong 1514 8 0.53
Henan 1276 22 1.72
Zhejiang 1260 1 0.08
Hunan 1019 4 0.39
Anhui 990 6 0.61
Jiangxi 937 1 0.11
Hong Kong 845 4 0.47
Shandong 778 7 0.90
Jiangsu 651 0 0.00
Beijing 584 8 1.37
Chongqing 579 6 1.04
Sichuan 555 3 0.54
Shanghai 526 6 1.14
Heilongjiang 489 13 2.66
Fujian 349 1 0.29
Hebei 326 6 1.84
Shaanxi 255 3 1.18
Guangxi 254 2 0.79
Yunnan 184 2 1.09
Tianjin 180 3 1.67
Hainan 168 6 3.57
Guizhou 146 2 1.37
Liaoning 141 2 1.42
Gansu 138 2 1.45
Shanxi 137 0 0.00
Inner Mongolia 117 1 0.85
Jilin 98 1 1.02
Xinjiang 76 3 3.95
Ningxia 75 0 0.00
Macau 43 0 0.00
Qinghai 18 0 0.00
Tibet 1 0 0.00

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most confirmed COVID-19 cases as of today in decreasing order of confirmations.

Confirmed Cases Count (Linear)

Country Wise Time Series Curve

Confirmed Cases Count (Logarithmic)

Country Wise Time Series Curve

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most COVID-19 deaths as of today in decreasing order of confirmations.

Death Count (Linear)

Country Wise Time Series Curve

Death Count (Logarithmic)

Country Wise Time Series Curve

Epidemic Curve: Delta in the past 24 hrs (Top 20 Countries with the Highest Cases)

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various countries. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 20 countries in the world as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Delta in Confirmed Cases

Number of New Cases in the past 24 hrs

Delta in Deaths

Number of Deaths in the past 24 hrs

Measuring Outbreak Velocity: 5 Day Lagging Average Doubling Time (Top 20 Countries with the Highest Cases)

The velocity of an outbreak is determined by a construct known as doubling time. This value describes the number of days, on average, required for the number of cases to double in a given area. For our analysis we use average doubling time, which can be defined as the number of days, on average, required for the average number of COVID-19 cases to double in a given area.

This measure can describe COVID-19 behavior worldwide, in a country, or even in a smaller region such as a state. For our analysis, we will discuss average doubling time at a national level for the top 20 most affected countries.

Below, we have calculated average doubling time for several nations, on a trailing, rolling 5-day basisbased on today’s case values. A decline in average doubling time indicates that the COVID-19 outbreak (confirmation rate) is accelerating (average cases double in fewer days), while an increase of average doubling time indicates that the outbreak is slowing.

Ideally, when social distancing and lockdowns are implemented aggressively in a country and after some period of delay, doubling times should begin to increase in a matter of days, weeks, or months, depending upon the severity of the epidemic and the degree of social distancing achievable.

Given the fact that many countries across the world have already enacted or implemented social distancing measures, this is why one should be cautious not to extrapolate COVID-19 growth rates from trailing statistics.

5 Day Lagging Avg Doubling Time of Confirmations

Confirmed Cases and Deaths Per Million Population and Infection Odds

This metric confirmed cases per million population and deaths per million population shows the extent to which the disease has spread with respect to the population of the country. The metric Infection Odds shows 1 in how many people are infected with COVID-19 in the corresponding country.

For the top 20 countries with most confirmed cases excluding cruise ships

Country_Region ConfirmedCasesPerMillionPopl DeathsPerMillionPopl InfectionOdds
US 842.26 21.66 1 in 1187
Italy 1981.27 242.74 1 in 505
Spain 2554.63 239.99 1 in 391
Germany 1101.09 15.40 1 in 908
China 59.53 2.40 1 in 16798
France 973.31 97.33 1 in 1027
Iran 655.29 40.59 1 in 1526
United Kingdom 582.31 54.35 1 in 1717
Turkey 258.89 5.26 1 in 3863
Switzerland 2287.75 68.96 1 in 437
Belgium 1471.05 100.26 1 in 680
Netherlands 920.90 86.73 1 in 1086
Canada 330.86 4.76 1 in 3022
Austria 1306.28 19.04 1 in 766
Korea, South 195.49 3.38 1 in 5115
Portugal 960.74 23.91 1 in 1041
Brazil 43.27 1.72 1 in 23112
Israel 852.62 4.59 1 in 1173
Sweden 605.83 35.38 1 in 1651
Norway 1000.37 10.99 1 in 1000

Data Sources: 1. Github Repos: CSSEGISandData and pcm-dpc